Victor Augusto Kich

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 31

Top Topics

Reinforcement Learning

Low Dimensional

Top Venues

J. Intell. Robotic Syst.

Publications

Victor Augusto Kich, Jair Augusto Bottega, Raul Steinmetz, Ricardo B. Grando, Ayanori Yorozu, Akihisa Ohya
Advancing Behavior Generation in Mobile Robotics through High-Fidelity Procedural Simulations. CoRR (2024)
Matheus dos Santos Lima, Victor Augusto Kich, Raul Steinmetz, Daniel Fernando Tello Gamarra
Delta robot control by learning systems: Harnessing the power of deep reinforcement learning algorithms. J. Intell. Fuzzy Syst. 46 (2) (2024)
Victor Augusto Kich, Muhammad A. Muttaqien, Junya Toyama, Ryutaro Miyoshi, Yosuke Ida, Akihisa Ohya, Hisashi Date
Precision and Adaptability of YOLOv5 and YOLOv8 in Dynamic Robotic Environments. CoRR (2024)
Raul Steinmetz, Victor Augusto Kich, Henrique L. Krever, Joao D. Rigo Mazzarolo, Ricardo B. Grando, Vinicius Marini, Celio Trois, Ard Nieuwenhuizen
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance Segmentation. CoRR (2024)
Ricardo B. Grando, Raul Steinmetz, Victor Augusto Kich, Alisson Henrique Kolling, Pablo M. Furik, Junior Costa de Jesus, Bruna de Vargas Guterres, Daniel Fernando Tello Gamarra, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
Improving Generalization in Aerial and Terrestrial Mobile Robots Control Through Delayed Policy Learning. CoRR (2024)
Alisson Henrique Kolling, Victor Augusto Kich, Junior Costa de Jesus, Andressa Cavalcante da Silva, Ricardo Bedin Grando, Paulo Lilles Jorge Drews, Daniel Fernando Tello Gamarra
Parallel Distributional Prioritized Deep Reinforcement Learning for Unmanned Aerial Vehicles. LARS/SBR/WRE (2023)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Matheus G. Mateus, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
DoCRL: Double Critic Deep Reinforcement Learning for Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Medium Transition. LARS/SBR/WRE (2023)
Alisson Henrique Kolling, Victor Augusto Kich, Junior Costa de Jesus, Andressa Cavalcante da Silva, Ricardo Bedin Grando, Paulo Lilles Jorge Drews Junior, Daniel Fernando Tello Gamarra
Parallel Distributional Prioritized Deep Reinforcement Learning for Unmanned Aerial Vehicles. CoRR (2023)
Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling, Jair Augusto Bottega, Ricardo Bedin Grando, Anselmo Rafael Cukla, Daniel Fernando Tello Gamarra
Enhanced Low-Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots Using Double Deep Reinforcement Learning Techniques. CoRR (2023)
Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling, Jair Augusto Bottega, Ricardo Bedin Grando, Anselmo Rafael Cukla, Daniel Fernando Tello Gamarra
Enhanced Low-Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots Using Double Deep Reinforcement Learning Techniques. LARS/SBR/WRE (2023)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
DoCRL: Double Critic Deep Reinforcement Learning for Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Medium Transition. CoRR (2023)
Jair Augusto Bottega, Victor Augusto Kich, Junior Costa de Jesus, Raul Steinmetz, Alisson Henrique Kolling, Ricardo Bedin Grando, Rodrigo da Silva Guerra, Daniel Fernando Tello Gamarra
Jubileo: An Immersive Simulation Framework for Social Robot Design. J. Intell. Robotic Syst. 109 (4) (2023)
Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling, Jair Augusto Bottega, Raul Steinmetz, Emerson Cassiano da Silva, Ricardo Bedin Grando, Anselmo Rafael Cuckla, Daniel Fernando Tello Gamarra
Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots. CoRR (2023)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
Deterministic and Stochastic Analysis of Deep Reinforcement Learning for Low Dimensional Sensing-based Navigation of Mobile Robots. CoRR (2022)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Deep Reinforcement Learning Through Environmental Generalization. CoRR (2022)
Jair Augusto Bottega, Victor Augusto Kich, Alisson Henrique Kolling, Jardel D. S. Dyonisio, Pedro L. Corçaque, Rodrigo da Silva Guerra, Daniel Fernando Tello Gamarra
Jubileo: An Open-Source Robot and Framework for Research in Human-Robot Social Interaction. CoRR (2022)
Kelvin I. Seibt, Victor Augusto Kich, Gabriel Vinícius Heisler
Bibliographic Analysis of the Capacity and Applicability of Li-Fi Networks. CoRR (2022)
Jair Augusto Bottega, Raul Steinmetz, Alisson Henrique Kolling, Victor Augusto Kich, Junior Costa de Jesus, Ricardo Bedin Grando, Daniel Fernando Tello Gamarra
Virtual Reality Platform to Develop and Test Applications on Human-Robot Social Interaction. LARS/SBR/WRE (2022)
Victor Augusto Kich, Junior Costa de Jesus, Ricardo Bedin Grando, Alisson Henrique Kolling, Gabriel Vinícius Heisler, Rodrigo da Silva Guerra
Deep Reinforcement Learning Using a Low-Dimensional Observation Filter for Visual Complex Video Game Playing. CoRR (2022)
Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Ricardo B. Grando, Rodrigo da Silva Guerra, Paulo Lilles Drews Jr.
Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles. IROS (2022)
Jair Augusto Bottega, Victor Augusto Kich, Alisson Henrique Kolling, Jardel D. S. Dyonisio, Pedro L. Corçaque, Rodrigo da Silva Guerra, Daniel Fernando Tello Gamarra
Jubileo: An Open-Source Robot and Framework for Research in Human-Robot Social Interaction. Humanoids (2022)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Pedro M. Pinheiro, Rodrigo da Silva Guerra, Paulo Lilles Drews Jr.
Deterministic and Stochastic Analysis of Deep Reinforcement Learning for Low Dimensional Sensing-based Navigation of Mobile Robots. LARS/SBR/WRE (2022)
Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Ricardo Bedin Grando, Rodrigo da Silva Guerra, Paulo Lilles Jorge Drews Jr
Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles. CoRR (2022)
Jair Augusto Bottega, Raul Steinmetz, Alisson Henrique Kolling, Victor Augusto Kich, Junior Costa de Jesus, Ricardo B. Grando, Daniel Fernando Tello Gamarra
Virtual Reality Platform to Develop and Test Applications on Human-Robot Social Interaction. CoRR (2022)
Ricardo Bedin Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Paulo Lilles Jorge Drews Junior
Double Critic Deep Reinforcement Learning for Mapless 3D Navigation of Unmanned Aerial Vehicles. J. Intell. Robotic Syst. 104 (2) (2022)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Pedro M. Pinheiro, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Deep Reinforcement Learning Through Environmental Generalization. LARS/SBR/WRE (2022)
Linda Dotto de Moraes, Victor Augusto Kich, Alisson Henrique Kolling, Jair Augusto Bottega, Raul Steinmetz, Emerson Cassiano da Silva, Ricardo B. Grando, Anselmo Rafael Cuckla, Daniel Fernando Tello Gamarra
Double Deep Reinforcement Learning Techniques for Low Dimensional Sensing Mapless Navigation of Terrestrial Mobile Robots. ISDA (2) (2022)
Ricardo B. Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Nicolas P. Bortoluzzi, Pedro M. Pinheiro, Armando Alves Neto, Paulo Lilles Jorge Drews Junior
Deep Reinforcement Learning for Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Medium Transition. ICRA (2021)
Ricardo Bedin Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Paulo Lilles Drews Jr.
Double Critic Deep Reinforcement Learning for Mapless 3D Navigation of Unmanned Aerial Vehicles. CoRR (2021)
Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Ricardo Bedin Grando, Marco Antônio De Souza Leite Cuadros, Daniel Fernando Tello Gamarra
Soft Actor-Critic for Navigation of Mobile Robots. J. Intell. Robotic Syst. 102 (2) (2021)
Ricardo Bedin Grando, Junior Costa de Jesus, Victor Augusto Kich, Alisson Henrique Kolling, Nicolas Pieper Bortoluzzi, Pedro Miranda Pinheiro, Armando Alves Neto, Paulo Lilles Jorge Drews Junior
Deep Reinforcement Learning for Mapless Navigation of a Hybrid Aerial Underwater Vehicle with Medium Transition. CoRR (2021)